Associating frailty and dynamic dysregulation between motor and cardiac autonomic systems

Patricio Arrué, K. Laksari, Mark Russo, Tana La Placa, Meghan Smith, N. Toosizadeh
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Abstract

Frailty is a geriatric syndrome associated with the lack of physiological reserve and consequent adverse outcomes (therapy complications and death) in older adults. Recent research has shown associations between heart rate (HR) dynamics (HR changes during physical activity) with frailty. The goal of the present study was to determine the effect of frailty on the interconnection between motor and cardiac systems during a localized upper-extremity function (UEF) test. Fifty-six individuals aged 65 or above were recruited and performed the previously developed UEF test consisting of 20-s rapid elbow flexion with the right arm. Frailty was assessed using the Fried phenotype. Wearable gyroscopes and electrocardiography were used to measure motor function and HR dynamics. In this study, the interconnection between motor (angular displacement) and cardiac (HR) performance was assessed, using convergent cross-mapping (CCM). A significantly weaker interconnection was observed among pre-frail and frail participants compared to non-frail individuals (p < 0.01, effect size = 0.81 ± 0.08). Using logistic models, pre-frailty and frailty were identified with sensitivity and specificity of 82%–89%, using motor, HR dynamics, and interconnection parameters. Findings suggested a strong association between cardiac-motor interconnection and frailty. Adding CCM parameters in a multimodal model may provide a promising measure of frailty.
体弱与运动和心脏自律神经系统之间的动态失调有关
虚弱是一种老年综合症,与老年人缺乏生理储备以及由此导致的不良后果(治疗并发症和死亡)有关。最近的研究表明,心率动态(体力活动时的心率变化)与体弱之间存在关联。本研究的目的是确定在局部上肢功能(UEF)测试中,虚弱对运动系统和心脏系统之间相互联系的影响。研究人员招募了 56 名 65 岁或以上的老年人,对他们进行了之前开发的上肢功能测试,包括右臂快速屈肘 20 秒。虚弱程度采用弗里德表型进行评估。可穿戴陀螺仪和心电图被用来测量运动功能和心率动态。在这项研究中,使用聚合交叉映射(CCM)评估了运动(角位移)和心脏(心率)性能之间的相互联系。与非虚弱者相比,虚弱前和虚弱参与者的相互联系明显较弱(P < 0.01,效应大小 = 0.81 ± 0.08)。利用逻辑模型,通过运动、心率动态和相互联系参数,可识别出虚弱前期和虚弱期,灵敏度和特异度分别为 82%-89% 。研究结果表明,心动互联与虚弱之间存在密切联系。在多模态模型中添加 CCM 参数可能会为衡量虚弱程度提供一种有前途的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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